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banana-gym's Introduction

This repository contains a PIP package which is an OpenAI environment for simulating an enironment in which bananas get sold.

Installation

Install the OpenAI gym.

Then install this package via

pip install -e .

Usage

import gym
import gym_banana

env = gym.make('Banana-v0')

See https://github.com/matthiasplappert/keras-rl/tree/master/examples for some examples.

The Environment

Imagine you are selling bananas. One at a time. And the bananas get bad pretty quickly. Let's say in 3 days. The probability that I will sell the banana is given by

$$p(x) = (1+e)/(1. + e^(x+1))$$

where x-1 is my profit. This x-1 is my reward. If I don't sell the banana, the agent gets a reward of -1 (the price of the banana).

banana-gym's People

Contributors

axeldomingues avatar dependabot[bot] avatar martinthoma avatar

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banana-gym's Issues

AttributeError: 'BananaEnv' object has no attribute '_seed'

I am getting the following error when i call env = gym.env('Banana-v0')

AttributeError: 'BananaEnv' object has no attribute '_seed'

Full code:

import gym
import gym_banana

def run():
  env = gym.make('Banana-v0')
# run()

if __name__ == '__main__':
  run()
# done

Full traceback :

Traceback (most recent call last):
  File "example_banana.py", line 16, in <module>
    run()
  File "example_banana.py", line 10, in run
    env = gym.make('Banana-v0')
  File "C:\Python27\lib\site-packages\gym\envs\registration.py", line 163, in make
    return registry.make(id)
  File "C:\Python27\lib\site-packages\gym\envs\registration.py", line 121, in make
    patch_deprecated_methods(env)
  File "C:\Python27\lib\site-packages\gym\envs\registration.py", line 181, in patch_deprecated_methods
    env.seed  = env._seed
AttributeError: 'BananaEnv' object has no attribute '_seed'

import gym_banana in colab gives ModuleNotFoundError

I tried to install gym_banana in colab, but I'm getting a ModuleNotFoundError. I tried different ways..
Frist try:
!git clone https://github.com/MartinThoma/banana-gym.git
python ./banana-gym/setup.py install -e

Second try:
!pip install gym_banana

Both ways seem to work:
Requirement already satisfied: gym_banana in /usr/local/lib/python3.6/dist-packages/gym_banana-0.0.1-py3.6.egg (0.0.1)
Requirement already satisfied: gym>=0.2.3 in /usr/local/lib/python3.6/dist-packages (from gym_banana) (0.10.11)
Requirement already satisfied: pandas in /usr/local/lib/python3.6/dist-packages (from gym_banana) (0.24.2)
Requirement already satisfied: cfg_load in /usr/local/lib/python3.6/dist-packages (from gym_banana) (0.8.0)
Requirement already satisfied: requests>=2.0 in /usr/local/lib/python3.6/dist-packages (from gym>=0.2.3->gym_banana) (2.21.0)
Requirement already satisfied: numpy>=1.10.4 in /usr/local/lib/python3.6/dist-packages (from gym>=0.2.3->gym_banana) (1.16.4)
Requirement already satisfied: six in /usr/local/lib/python3.6/dist-packages (from gym>=0.2.3->gym_banana) (1.12.0)
Requirement already satisfied: pyglet>=1.2.0 in /usr/local/lib/python3.6/dist-packages (from gym>=0.2.3->gym_banana) (1.4.1)
Requirement already satisfied: scipy in /usr/local/lib/python3.6/dist-packages (from gym>=0.2.3->gym_banana) (1.3.0)
Requirement already satisfied: pytz>=2011k in /usr/local/lib/python3.6/dist-packages (from pandas->gym_banana) (2018.9)
Requirement already satisfied: python-dateutil>=2.5.0 in /usr/local/lib/python3.6/dist-packages (from pandas->gym_banana) (2.5.3)
Requirement already satisfied: mpu[io]>=0.15.0 in /usr/local/lib/python3.6/dist-packages (from cfg_load->gym_banana) (0.19.0)
Requirement already satisfied: PyYAML>=4.2b1 in /usr/local/lib/python3.6/dist-packages (from cfg_load->gym_banana) (5.1.1)
Requirement already satisfied: urllib3<1.25,>=1.21.1 in /usr/local/lib/python3.6/dist-packages (from requests>=2.0->gym>=0.2.3->gym_banana) (1.24.3)
Requirement already satisfied: chardet<3.1.0,>=3.0.2 in /usr/local/lib/python3.6/dist-packages (from requests>=2.0->gym>=0.2.3->gym_banana) (3.0.4)
Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.6/dist-packages (from requests>=2.0->gym>=0.2.3->gym_banana) (2019.6.16)
Requirement already satisfied: idna<2.9,>=2.5 in /usr/local/lib/python3.6/dist-packages (from requests>=2.0->gym>=0.2.3->gym_banana) (2.8)
Requirement already satisfied: future in /usr/local/lib/python3.6/dist-packages (from pyglet>=1.2.0->gym>=0.2.3->gym_banana) (0.16.0)
Requirement already satisfied: tzlocal; extra == "io" in /usr/local/lib/python3.6/dist-packages (from mpu[io]>=0.15.0->cfg_load->gym_banana) (1.5.1)

I restarted the runtime then tried to import it in another cell:

import gym
import gym_banana


ModuleNotFoundError Traceback (most recent call last)
in ()
1 import gym
----> 2 import gym_banana
3 #env = gym.make('Banana-v0')

ModuleNotFoundError: No module named 'gym_banana'

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